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William Okech

@willyokech.bsky.social
229 followers 871 following 37 posts

#rstats #python #ai #datascience #biotech #bioai Website: www.williamokech.com Substack: afrobiotech.substack.com

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William Okech @willyokech.bsky.social · 17/09/2026
inpreparation.substack.com/p/40-of-phd-...
inpreparation.substack.com
40% Of PhD Now Spent Selecting ‘All Squares Containing Bicycles’
BALTIMORE, MD—A study published Tuesday in PLOS ONE found that approximately 40% of doctoral training is now spent confirming the researcher is not a robot, primarily through the selection of squares ...
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William Okech @willyokech.bsky.social · 08/08/2026
"A good education is not just what you know. It is whether you have been formed into the kind of person who can keep learning." www.1914reader.com/p/the-econom...
1914reader.com
The Economy Is the Curriculum
On the need to think better about Human Capital
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William Okech @willyokech.bsky.social · 30/07/2026
www.joanwestenberg.com/p/nobody-wan...
joanwestenberg.com
Nobody Wants Your Newsletter. You Should Write it Anyway.
The Case for Screaming Into the Void
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William Okech @willyokech.bsky.social · 28/07/2026
www.outinleft.com/p/philadelph... 💯
outinleft.com
Philadelphia is America's best city. The 2026 World Cup proved it.
I'm exaggerating only a little
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William Okech @willyokech.bsky.social · 03/07/2026
www.nature.com/articles/d41...
nature.com
Paper mill cancer studies get double the number of citations as genuine papers
Potentially fraudulent papers often cite each other and could be inflating the impact factor of journals in which they are published.
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William Okech @willyokech.bsky.social · 28/06/2026
www.clinicaltrialsabundance.blog/p/why-were-c...
clinicaltrialsabundance.blog
Why were Covid vaccine trials so fast?
The timeline to develop coronavirus vaccines blew many predictions out of the water.
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William Okech @willyokech.bsky.social · 11/06/2026
shajaralamwendawazimu.substack.com/p/when-diasp...
shajaralamwendawazimu.substack.com
When Diaspora Stories Start Defining African Literature.
Afro-Elitist Propaganda I’m Not Falling For!
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William Okech @willyokech.bsky.social · 19/04/2026
What is the PhD actually for? compbiologist.substack.com/p/what-is-th...
compbiologist.substack.com
What is the PhD actually for?
A response to Prachee’s “Free the PhD”, and a critique of my own work
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Reposted by William Okech
Ran Blekhman @blekhman.bsky.social · 05/04/2026
I wrote about why every lab should have AI use guidelines, and how to do it. open.substack.com/pub/blekhman...
open.substack.com
You need to make AI guidelines for your lab
Here's why you should, and how to start
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William Okech @willyokech.bsky.social · 23/03/2026
Paper mills www.youtube.com/watch?v=SEwi...
youtube.com
I tried to buy a scientific paper
YouTube video by Christophe
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William Okech @willyokech.bsky.social · 04/03/2026
behindthebioinformatics.substack.com/p/the-most-v...
behindthebioinformatics.substack.com
The Most Valuable Thing You Can Do as a Scientist
Why mentoring and not papers, grants, or prestige, is our greatest legacy
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William Okech @willyokech.bsky.social · 24/02/2026
debliu.substack.com/p/how-to-wor...
debliu.substack.com
How to Work With Anyone
A key skill to unlocking your career
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Reposted by William Okech
Ross Andersen @rossandersen.bsky.social · 24/02/2026
Important point about AI and math in this excellent @matteowong.bsky.social interview with Terrance Tao www.theatlantic.com/technology/2...
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William Okech @willyokech.bsky.social · 24/02/2026
davidepstein.substack.com/p/how-to-avo...
davidepstein.substack.com
How to Avoid Choking
Ilia Malinin's prefrontal cortex probably got in the way
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William Okech @willyokech.bsky.social · 24/02/2026
"I have no idea how to build an empathic AI. I am quite confident though that as long as AI doesn’t feel empathy it won’t be truly aligned, no matter how sophisticated the RLHF training is that it’s subjected to. Interesting times ahead." blog.genesmindsmachines.com/p/sociopathi...
blog.genesmindsmachines.com
Sociopathic AI agents
AI alignment will likely require creating AIs with genuine empathy
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William Okech @willyokech.bsky.social · 31/01/2026
Anthropic Research: "We found that using AI assistance led to a statistically significant decrease in mastery." www.anthropic.com/research/AI-...
anthropic.com
How AI assistance impacts the formation of coding skills
Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
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William Okech @willyokech.bsky.social · 27/01/2026
Please Switch to Python. Or R. Or Anything. Just Not Stata, SAS, SPSS, or MATLAB. presentofcoding.substack.com/p/please-swi...
presentofcoding.substack.com
Please Switch to Python
Or R. Or Anything. Just Not Stata, SAS, SPSS, or MATLAB.
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William Okech @willyokech.bsky.social · 24/01/2026
"About a third of players in the tournament (AfCon 2025) were born to African immigrant families outside Africa. That means the starkest divides on display aren’t between different African countries, but between African-raised players and European ones." www.ft.com/content/9d47...
ft.com
Afcon and the power of a footballing diaspora
A compelling tournament has shown the importance of players — and fans — raised outside Africa
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William Okech @willyokech.bsky.social · 03/01/2026
AfroBiotech Roundup: Stay up to date on the latest biotech research focused on Africa and its diaspora. afrobiotech.substack.com
afrobiotech.substack.com
AfroBiotech Roundup | William Okech | Substack
Stay up to date on the latest biotech research focused on Africa and its diaspora. Click to read AfroBiotech Roundup, by William Okech, a Substack publication. Launched 3 months ago.
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William Okech @willyokech.bsky.social · 29/11/2025
The power of silence. newsletter.consultingintel.com/p/why-smart-...
newsletter.consultingintel.com
Why smart people sabotage themselves in conversations and how silence can become your most useful tool
Win the point and lose the war, or learn the discipline that actually gets you what you want
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William Okech @willyokech.bsky.social · 24/10/2025
How the People Closest to Us Quietly Shape Who We Become debliu.substack.com/p/in-sync-th...
debliu.substack.com
In Sync: The Hidden Rhythms That Shape Us
How the People Closest to Us Quietly Shape Who We Become
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William Okech @willyokech.bsky.social · 22/09/2025
Couldn't get past level 17: neal.fun/not-a-robot/
neal.fun
I'm Not a Robot
Prove your humanity once and for all
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Reposted by William Okech
womensartbluesky.bsky.social @womensartbluesky.bsky.social · 05/09/2025
Kenyan artist Thandiwe Muriu’s 'Camo series', photographic portraits cloaking models in patterned fabric #WomensArt
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William Okech @willyokech.bsky.social · 29/08/2025
Oral exams to counter the rise of AI-assisted cheating www.nytimes.com/2025/08/26/o...
nytimes.com
Opinion | Students Hate Them. Universities Need Them. The Only Real Solution to the A.I. Cheating Crisis.
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Reposted by William Okech
Nassos Stylianou @nassosstylianou.bsky.social · 23/08/2025
We've built a football game and it's free to play! Can you run a Premier League club? Step into the boardroom, navigate financial regulations and guide your team to glory in our new game. 👉 ft.com/football-game ⚽️💸
ft.com
Can you run a Premier League football club?
Step into the boardroom, navigate profit and sustainability rules and guide your club to glory
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Reposted by William Okech
Science Magazine @science.org · 10/08/2025
The appearance of large language models caused a drastic shift in the vocabulary of academic writing, according to an analysis in #ScienceAdvances of more than 15 million biomedical abstracts published from 2010 to 2024. Learn more:
scim.ag
Delving into LLM-assisted writing in biomedical publications through excess vocabulary
Large language models (LLMs) like ChatGPT can generate and revise text with human-level performance. These models come with clear limitations, can produce inaccurate information, and reinforce existing biases.
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William Okech @willyokech.bsky.social · 27/07/2025
#dataviz animation thread
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William Okech @willyokech.bsky.social · 23/07/2025
Great use of #rstats and the rdbnomics package
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Reposted by William Okech
Jason Moore @moorejh.bsky.social · 02/07/2025
What is Vibe Coding and how can it be used to advance biomedical research? @tatonetti.bsky.social & I explain in this editorial biodatamining.biomedcentral.com/articles/10.... #bioinformatics #datascience #coding #vibecoding
biodatamining.biomedcentral.com
Vibe coding: a new paradigm for biomedical software development - BioData Mining
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Reposted by William Okech
Jack Stack @jackstack.bsky.social · 09/06/2025
🧪 PSA regarding fish and fishes. open.substack.com/pub/fishhist...
Illustrated use of Fish (singular animal), Fish (multiple individuals of the same type of fish) and fishes (multiple kinds or species of fish).
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William Okech @willyokech.bsky.social · 24/05/2025
"In Sub-Saharan Africa, less than a third of mobile phones connect to the internet at all." techsafari.beehiiv.com/p/the-towers...
techsafari.beehiiv.com
The towers of babble (are falling)
Your internet comes in a sachet now
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William Okech @willyokech.bsky.social · 21/05/2025
Data Science and the Art of Persuasion hbr.org/2019/01/data...
hbr.org
Data Science and the Art of Persuasion
Despite heavy investments to acquire talented data scientists and take advantage of the analytics boom, many companies have been disappointed in the results. The problem is that those scientists are t...
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William Okech @willyokech.bsky.social · 29/04/2025
Great take on modern CS Education www.theatlantic.com/technology/a...
theatlantic.com
Universities Have a Computer-Science Problem
The case for teaching coders to speak French
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Reposted by William Okech
Caroline Ball @heroicendeavour.eurosky.social · 27/04/2025
Love this! Spell out your name using NASA satellite images. landsat.gsfc.nasa.gov/apps/YourNam...
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William Okech @willyokech.bsky.social · 27/04/2025
On the responsible (and ethical) use of LLMs in academia datavizsp25.classes.andrewheiss.com/resource/ai-...
datavizsp25.classes.andrewheiss.com
AI, LLMs, and BS – Data Visualization with R
Use R, ggplot2, and the principles of graphic design to create beautiful and truthful visualizations of data
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William Okech @willyokech.bsky.social · 13/04/2025
Vibe coding, hallucinated package names, and malware 🤯 www.theregister.com/AMP/2025/04/...
theregister.com
LLMs can't stop making up software dependencies and sabotaging everything
: Hallucinated package names fuel 'slopsquatting'
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William Okech @willyokech.bsky.social · 27/03/2025
Felgona Oyuga on life, love, and everything in-between www.youtube.com/watch?v=n-yy...
youtube.com
Not a Bitter Divorced Woman | Felgona Oyuga
YouTube video by Engage Talk
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William Okech @willyokech.bsky.social · 19/02/2025
The African Cancer Atlas (TACA) www.businesswire.com/news/home/20...
businesswire.com
Yemaachi Biotechnology Launches The African Cancer Atlas, in Partnership with Roche
Yemaachi Biotech, a pioneering genomics research company based in Ghana, announced today a partnership with Roche to launch The African Cancer Atlas (
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William Okech @willyokech.bsky.social · 27/01/2025
Global AI Talent Tracker: macropolo.org/interactive/...
macropolo.org
The Global AI Talent Tracker 2.0 - MacroPolo
Since launching our talent tracker in 2020, artificial intelligence (AI) has taken the world by storm. Ostensible breakthroughs in large language models and machine learning methods, as well as stagge...
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William Okech @willyokech.bsky.social · 03/01/2025
getpocket.com/explore/item...
getpocket.com
Tsundoku: The Art of Buying Books and Never Reading Them
Be honest, how many books on that shelf have you actually read cover to cover?
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William Okech @willyokech.bsky.social · 03/01/2025
Interesting times ahead 🤯 www.nytimes.com/2025/01/03/t...
nytimes.com
Religious Leaders Experiment with A.I. in Sermons
Modern religious leaders are experimenting with A.I. just as earlier generations examined radio, television and the internet.
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Reposted by William Okech
milos makes maps @milos-makes-maps.bsky.social · 31/12/2024
🌍 Want to tackle real-world challenges with R and cutting-edge datasets? Here are 7 incredible FREE data sources you can connect to in R—and how to get started. Let’s dive in! 🧵👇
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William Okech @willyokech.bsky.social · 29/12/2024
🤯🤯 undark.org/2024/12/19/o...
undark.org
Most College Science Professors Aren’t Trained to Teach
Opinion | STEM faculty are hired predominantly for research expertise, not necessarily teaching skill. This can hurt students.
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William Okech @willyokech.bsky.social · 22/12/2024
Want to dive into the world of data analysis? No prior programming experience? No problem! The email course “R for Novices” is for you 👇🏾
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William Okech @willyokech.bsky.social · 15/12/2024
Maximizing Time for Reading open.substack.com/pub/blakebut...
open.substack.com
Maximizing Time for Reading
Why reading—and reading widely—is more important than ever, and how to go about creating habits and practices to allow yourself the space and time
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William Okech @willyokech.bsky.social · 10/12/2024
Why You Need a News Vacation open.substack.com/pub/davideps...
open.substack.com
Why You Need a News Vacation
We're not made for 24/7 feeds of catastrophe
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